CN117112942A - User interface adjustment method, device, computer equipment and storage medium - Google Patents
User interface adjustment method, device, computer equipment and storage medium Download PDFInfo
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- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
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Abstract
The present application relates to a user interface adjustment method, apparatus, computer device, storage medium and computer program product. The method comprises the following steps: acquiring a user type of a user account; under the condition that the user type is the stock user, determining scoring information corresponding to each business content according to the operation record of the stock user for each business content; the scoring information is used for indicating the preference degree of the user for the business content; and adjusting the display layout of the business content in the terminal interface according to the grading information. By adopting the method, targeted content display can be provided for the user.
Description
Technical Field
The present application relates to the field of computer technology, and in particular, to a user interface adjustment method, apparatus, computer device, storage medium, and computer program product.
Background
With the development of internet technology, more and more users choose to process financial services through the internet, for example, financial institutions display financial related service information on their financial software or websites, users browse related information through terminals such as mobile phones and computers, and initiate financial related service transactions according to the browsed information.
However, at present, the interface display mode of the financial software or the website displays the same and fixed interface content to all users, and the content displayed in the interface in the traditional interface display mode is limited, and lacks pertinence, so that the users are often not interested in the content displayed in the interface, and cannot acquire the business transaction information meeting the self requirements from the displayed content, thereby further reducing the use experience of the users.
Disclosure of Invention
In view of the foregoing, it is desirable to provide a user interface adjustment method, apparatus, computer device, computer readable storage medium, and computer program product that are capable of providing targeted content presentation to a user.
In a first aspect, the present application provides a user interface adjustment method. The method comprises the following steps:
acquiring a user type of a user account;
under the condition that the user type is an stock user, determining scoring information corresponding to each business content according to an operation record of the stock user for each business content; the scoring information is used for indicating the preference degree of the user for the service content;
and adjusting the display layout of the business content in a terminal interface according to the scoring information.
In one embodiment, the method further comprises:
under the condition that the user type is a new user, determining operation similarity according to operation records of the new user and the stock user;
and under the condition that the operation similarity meets the preset condition, constructing the display layout of the business content of the newly added user in the terminal interface according to the data pre-stored by the stock user.
In one embodiment, the determining, according to the operation record of the stock user for each service content, scoring information corresponding to each service content includes:
confirming the numerical value and the weight of each operation record;
and weighting the numerical value of the operation record according to the weight to obtain the scoring information corresponding to each business content.
In one embodiment, the adjusting the display layout of the service content in the terminal interface according to the scoring information includes:
increasing the number of the business contents corresponding to the scoring information in a terminal interface under the condition that the scoring information is larger than a preset first threshold condition;
and reducing the number of the business contents corresponding to the scoring information in the terminal interface under the condition that the scoring information is smaller than a preset second threshold condition.
In one embodiment, the operation similarity includes covariance, and the determining the operation similarity according to the operation records of the added user and the stock user includes:
determining covariance between the operation records of the new user and each stock user;
under the condition that the operation similarity meets the preset condition, constructing a display layout of the service content of the newly added user in the terminal interface according to the data pre-stored by the stock user, wherein the display layout comprises the following steps:
and taking the service content and the display layout of the stock users with the covariance smaller than the preset condition as the service content and the display layout of the newly added users.
In one embodiment, the method further comprises:
and recalculating the scoring information corresponding to each business content according to the operation record of the user under the condition that the using time of the user meets the preset time.
In a second aspect, the application further provides a user interface adjusting device. The device comprises:
the user type determining module is used for acquiring the user type of the user account;
the scoring information determining module is used for determining scoring information corresponding to each business content according to the operation record of the stock user for each business content under the condition that the user type is the stock user; the scoring information is used for indicating the preference degree of the user for the service content;
and the interface layout adjustment module is used for adjusting the display layout of the business content in the terminal interface according to the scoring information.
In a third aspect, the present application also provides a computer device. The computer device comprises a memory storing a computer program and a processor which when executing the computer program performs the steps of:
acquiring a user type of a user account;
under the condition that the user type is an stock user, determining scoring information corresponding to each business content according to an operation record of the stock user for each business content; the scoring information is used for indicating the preference degree of the user for the service content;
and adjusting the display layout of the business content in a terminal interface according to the scoring information.
In a fourth aspect, the present application also provides a computer-readable storage medium. The computer readable storage medium having stored thereon a computer program which when executed by a processor performs the steps of:
acquiring a user type of a user account;
under the condition that the user type is an stock user, determining scoring information corresponding to each business content according to an operation record of the stock user for each business content; the scoring information is used for indicating the preference degree of the user for the service content;
and adjusting the display layout of the business content in a terminal interface according to the scoring information.
In a fifth aspect, the present application also provides a computer program product. The computer program product comprises a computer program which, when executed by a processor, implements the steps of:
acquiring a user type of a user account;
under the condition that the user type is an stock user, determining scoring information corresponding to each business content according to an operation record of the stock user for each business content; the scoring information is used for indicating the preference degree of the user for the service content;
and adjusting the display layout of the business content in a terminal interface according to the scoring information.
According to the user interface adjustment method, the device, the computer equipment, the storage medium and the computer program product, firstly, the user type of the user account is obtained, then, under the condition that the user type is the stock user, the scoring information corresponding to each business content is determined according to the operation record of the stock user for each business content, then, the display layout of the business content in the terminal interface is adjusted according to the scoring information, repeated and fixed display of the business content in the interface is avoided, business recommendation aiming at the user interest is realized, the user can obtain business transaction information meeting the requirement of the user more quickly and more efficiently, the use experience of the user is improved, meanwhile, the richness of the software or webpage interface content display of the terminal is improved, and the utilization efficiency of limited interface resources is improved.
Drawings
FIG. 1 is an application environment diagram of a user interface adjustment method in one embodiment;
FIG. 2 is a flow chart of a user interface adjustment method according to one embodiment;
FIG. 3 is a flowchart of a user interface adjustment method according to another embodiment;
FIG. 4 is a block diagram of a user interface adjustment device in one embodiment;
FIG. 5 is an internal block diagram of a computer device in one embodiment;
fig. 6 is an internal structural view of a computer device in another embodiment.
Detailed Description
The present application will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present application more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.
The user interface adjustment method provided by the embodiment of the application can be applied to an application environment shown in fig. 1. Wherein the terminal 102 communicates with the server 104 via a network.
The terminal 102 may be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers, internet of things devices, and portable wearable devices, where the internet of things devices may be smart speakers, smart televisions, smart air conditioners, smart vehicle devices, and the like. The portable wearable device may be a smart watch, smart bracelet, headset, or the like. The server 104 may be implemented as a stand-alone server or as a server cluster of multiple servers.
In one embodiment, as shown in fig. 2, a user interface adjustment method is provided, and the method is applied to the terminal 102 in fig. 1 for illustration, and includes the following steps:
s210, obtaining a user type of a user account;
the user refers to a user who uses the terminal to browse service contents and transact service, the user types include but are not limited to stock users and new users, the stock users refer to historical users who use the terminal to transact service, and the new users refer to new users who do not use the terminal to transact service.
If the account of the user is detected to have never been subjected to operation of business browsing and handling, the user type corresponding to the user account is a newly added user; if the operation of business browsing and handling is detected by the user account, the user type corresponding to the user account is the stock user.
S220, under the condition that the user type is the stock user, determining scoring information corresponding to each business content according to the operation record of the stock user for each business content.
The business content refers to business related content embodied in software in the terminal or a web page interface, such as business content of funds, bonds, options and the like.
The operation record refers to a record after the user performs operation on the service content displayed in each terminal, such as a click number, a browsing duration, whether transaction occurs, a transaction amount, whether to approve, whether to collect, and the like.
The scoring information is a score determined according to the operation record and the scoring basis, and is used for indicating the preference degree of the user on the business content, generally, the higher the scoring value in the scoring information is, the more relevant the user is identified to the business content.
And S230, adjusting the display layout of the business content in the terminal interface according to the grading information.
The meaning of the display layout of the service content in the terminal interface at least comprises the following aspects: the type and the number of the business contents in the interface are adjusted through the grading information, or the position of the business contents in the interface is adjusted through the grading information.
For example, when the score of a certain type of service content is detected to be higher than a certain threshold value, the number of modules of the service content in the interface is increased, or more frequent display is performed, or the display position of the service content is laid out at the top of the interface and other important positions, so that a user can timely and easily acquire the service content which is interested in the user, and further, the service handling is completed according to the service requirement.
In the user interface adjustment method, the user type of the user account is firstly obtained, then the scoring information corresponding to each business content is determined according to the operation record of the stock user for each business content under the condition that the user type is the stock user, and then the display layout of the business content in the terminal interface is adjusted according to the scoring information, so that repeated and fixed display of the business content in the interface is avoided, business recommendation aiming at user interests is realized, the user can obtain business transaction information meeting the self requirements more quickly and efficiently, the use experience of the user is improved, meanwhile, the richness of the display of the software or webpage interface content of the terminal is improved, and the utilization efficiency of limited interface resources is improved.
In one embodiment, the method further comprises: under the condition that the user type is a newly added user, determining the operation similarity according to the operation records of the newly added user and the stock users; and under the condition that the operation similarity meets the preset condition, constructing the display layout of the service content of the newly added user in the terminal interface according to the data pre-stored by the stock user.
The pre-stored data of the stock users refers to the data stored by each stock user after corresponding service content display, wherein the data comprises information such as the type and the number of the service content, the deployment position of each service content and the like, and the pre-stored data is used for providing reference for the interface layout of the newly added users.
The operation similarity refers to the similarity degree of the operation records between the newly added user and each stock user, and the operation similarity can be measured by various angles, for example, the covariance between the operation records of the newly added user and the stock user is calculated, or the similarity corresponding to the operation records is output by using a trained neural network model.
In this embodiment, in the case that the user type is a newly added user, the operation similarity is determined according to the operation records of the newly added user and the stock user, and then when the operation similarity meets a preset condition, the display layout of the service content of the newly added user in the terminal interface is constructed according to the data pre-stored by the stock user, so that the construction of the service content display layout of the newly added user is realized, and the interface layout problem of the newly added user and the stock user is respectively solved by adopting different service content layout modes according to different user types, thereby improving the diversity of information display in the interface.
In one embodiment, determining scoring information corresponding to each business content according to the operation record of the stock user for each business content includes: confirming the numerical value and the weight of each operation record; and weighting the numerical value of the operation record according to the weight to obtain scoring information corresponding to each business content.
The operation records include, but are not limited to, a click number, a browsing duration, whether a transaction occurs, a transaction amount, a praise, and a collection, and illustratively, different types of operation records correspond to different scores, for example, the value of the operation record is 20 when the click number is 1 to 10 times, and the value of the operation record is 40 when the click number is 10 to 20 times.
Accordingly, the weight of the operation record represents the contribution degree of the numerical value of each operation record to the total score, and the weights of the five operation records, namely, the click number, the browsing duration, whether transaction occurs, whether the user likes and whether the user collects, are respectively 0.05, 0.1, 0.4, 0.2 and 0.25. Generally, the sum of the weight values of each operation record is 1, and the larger the weight value is, the greater the contribution degree of the numerical value representing the operation record to the total score is.
For example, the scoring information is calculated by weighted summation of the numerical value and the weight of each operation record, for example, the score values of the five operation records, that is, the number of clicks, the browsing duration, whether a transaction occurs, whether a praise or a collection, are respectively 40, 10, 0, 100, and 0, the weights of the five operation records are respectively 0.05, 0.1, 0.4, 0.2, and 0.25, and the scoring information corresponding to the service content is calculated to be 40×0.05+10×0.1+0×0.4+100×0.2+0×0.25=23.
In this embodiment, the numerical value and the weight of each operation record are first confirmed, then the numerical value of each operation record is weighted according to the weight to obtain the scoring information corresponding to each service content, so that the accurate calculation of the final score of each service content is realized, the frequency of each operation and the influence of the importance degree of each operation on the final score are respectively considered, the accuracy of the scoring information calculation is improved, and the subsequent layout adjustment by using the scoring information is facilitated.
In one embodiment, adjusting a display layout of the business content in the terminal interface according to the scoring information includes: under the condition that the scoring information is larger than a preset first threshold condition, increasing the quantity of business contents corresponding to the scoring information in a terminal interface; and under the condition that the scoring information is smaller than a preset second threshold condition, reducing the number of business contents corresponding to the scoring information in the terminal interface.
The first threshold condition is used for judging that the number of the business contents needs to be increased, and the second threshold condition is used for judging that the number of the business contents needs to be decreased.
Illustratively, the high score product content is increased and the low score product content is decreased based on the user's like score for the interface content.
In this embodiment, when the score information is greater than a preset first threshold condition, the number of service contents corresponding to the score information in the terminal interface is increased, and meanwhile, when the score information is less than a preset second threshold condition, the number of service contents corresponding to the score information in the terminal interface is reduced, and by setting a threshold, the display number of the service contents is adjusted when the score information is in different intervals, so that dynamic adjustment of the service contents is realized, and service browsing and handling requirements of different users can be met in a targeted manner.
In one embodiment, the operational similarity includes covariance, and determining the operational similarity based on operational records of the added users and the stock users includes: determining covariance between the operation records of the newly added user and each stock user; under the condition that the operation similarity meets the preset condition, constructing a display layout of the service content of the newly added user in the terminal interface according to the data pre-stored by the stock user, wherein the display layout comprises the following steps: and taking the business content and the display layout of the stock users with covariance smaller than the preset condition as the business content and the display layout of the newly added users.
The covariance calculation mode comprises the following steps: the covariance of the discrete random variables between the sequences corresponding to the operation records of the newly added user and the stock user is further calculated by converting the numerical values of each item in the operation records into the sequences of the random variables.
In this embodiment, the covariance between the operation records of the newly added user and each stock user is first determined, then the service content and the display layout of the stock user with the covariance smaller than the preset condition are used as the service content and the display layout of the newly added user, further the display layout of the service content of the newly added user in the interface is completed, the similarity between the operation records is evaluated by introducing the covariance, further the interface layout content and the mode of the stock user closest to the operation records of the newly added user are copied to the newly added user, and the layout efficiency of the service content of the newly added user is greatly improved.
In one embodiment, the method further comprises: and recalculating the scoring information corresponding to each business content according to the operation record of the user under the condition that the service time of the user meets the preset time.
Wherein the preset time is used to guide the user to periodically recalculate the score, in particular, the preset time may include, but is not limited to, one month, one week, etc.
In this embodiment, when the usage time of the user meets the preset time, the score information corresponding to each service content is recalculated according to the operation record of the user, so that the periodic recalculation of the score is realized, and the degree of coincidence between the service content and the user demand is ensured through the periodic update of the score, so as to avoid the situation of poor user experience caused by long-time non-update.
In another embodiment, as shown in fig. 3, a user interface adjustment method is provided, and the method is applied to the terminal 102 in fig. 1 for illustration, and includes the following steps:
s310, obtaining the user type of the user account.
S320, confirming the numerical value and the weight of each operation record.
And S330, weighting the numerical value of the operation record according to the weight to obtain scoring information corresponding to each business content.
And S340, increasing the number of the business contents corresponding to the grading information in the terminal interface under the condition that the grading information is larger than a preset first threshold condition.
And S350, reducing the number of the business contents corresponding to the grading information in the terminal interface under the condition that the grading information is smaller than a preset second threshold condition.
S360, in the case that the user type is the newly added user, determining covariance between the newly added user and the operation record of each stock user.
And S370, taking the business content and the display layout of the stock users with covariance smaller than the preset condition as the business content and the display layout of the newly added users.
It should be noted that, the specific limitation of the above steps may be referred to the specific limitation of a user interface adjustment method, which is not described herein.
The user interface adjustment method is described in detail below in one specific embodiment. It is to be understood that the following description is exemplary only and is not intended to limit the application to the details of construction and the arrangements of the components set forth herein.
The user interface adjustment method provided by the application can comprise the following four steps:
1. the method for collecting the operation records of the user specifically comprises the following steps:
after the APP interface content of the mobile banking is displayed to the user, collecting operation records of the user on the interface content within 1 month, wherein the operation records of the user on the interface content comprise products of funds, bonds and options, and the operation records of the user on the interface content comprise the following steps of the user on each product of the interface: number of clicks, duration of browsing, whether transactions have occurred, amount of transactions, whether endorsements have occurred, whether collections have been collected, etc.
2. Calculating the like score of the user on the interface content, which specifically comprises the following steps:
and for the stock users, calculating the like score of the users on the interface content according to the operation records of the users and the weight score of the interface content operation. First, the weight of the interface content operation is set, and the style is as shown in the following table 1:
TABLE 1
Different scores are set for the operation intervals, wherein whether the operation value is or not, the default is 100 scores and 0 scores, and the patterns are shown in the following table 2:
| number of clicks | Score of | Duration of browsing | Score of |
| 1-10 times | 20 | 1-30 minutes | 10 |
| 10-20 times | 40 | 30-120 minutes | 30 |
| More than 20 times | 70 | Over 120 minutes | 50 |
TABLE 2
And respectively calculating the like score of the user on each product according to the operation record of the user on each product content of the interface. The records of the operations of a user on the fund product and the bond product are shown in the following table 3 respectively:
TABLE 3 Table 3
The like score of the user for each product content can be obtained according to tables 1 and 2, wherein the like score is the score of each operation multiplied by the corresponding weight, and then summed. As for the user in table 3, the like scores for the fund product and the bond product are respectively: fund product like score = (40 x 0.05+10 x 0.1+0 x 0.4+100 x 0.2+0 x 0.25); bond product like score = (70 x 0.05+50 x 0.1+100 x 0.4+0.2+100 x 0.25).
3. Adjusting interface content of a user, specifically comprising:
according to the favorite score of the user on the interface content, the product content with high score is increased, the product content with low score is reduced, the favorite score of the user bond product is calculated to be highest, the favorite score of the fund product is lowest, more bond products can be displayed on the APP interface end of the user, and meanwhile, the display of the fund product is reduced.
Specifically, the judgment can be made by setting a threshold score, such as setting 50 scores, and when the user's highest score is lower than the threshold score, it is indicated that the user is not particularly interested in the product either, and the content of the product of the next highest score is appropriately increased.
And (3) according to the operation record of the user on the interface content in one month, recalculating the like score of the user on each interface content in the above mode, and readjusting the interface. And simultaneously recording a display interface corresponding to the user, and displaying for the subsequent similar user.
4. The interface content display of the new user specifically comprises the following steps:
for a newly added user, calculating covariance of the operation record of the new user on the interface and the operation record of the stock user, and when the covariance of the new user and a certain stock user is smaller than a certain threshold value, indicating that the preference of the two users is very similar, so that the interface content of the stock user can be directly displayed to the new user.
It should be understood that, although the steps in the flowcharts related to the embodiments described above are sequentially shown as indicated by arrows, these steps are not necessarily sequentially performed in the order indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in the flowcharts described in the above embodiments may include a plurality of steps or a plurality of stages, which are not necessarily performed at the same time, but may be performed at different times, and the order of the steps or stages is not necessarily performed sequentially, but may be performed alternately or alternately with at least some of the other steps or stages.
Based on the same inventive concept, the embodiment of the application also provides a user interface adjusting device for realizing the above related user interface adjusting method. The implementation of the solution provided by the device is similar to the implementation described in the above method, so the specific limitation of one or more embodiments of the user interface adjustment device provided below may refer to the limitation of the user interface adjustment method described above, and will not be repeated here.
In one embodiment, as shown in fig. 4, there is provided a user interface adjustment apparatus comprising: a user type determination module 410, a scoring information determination module 420, an interface layout adjustment module 430, wherein:
a user type determining module 410, configured to obtain a user type of the user account;
the scoring information determining module 420 is configured to determine scoring information corresponding to each service content according to an operation record of the stock user for each service content when the user type is the stock user; the scoring information is used for indicating the preference degree of the user for the business content;
the interface layout adjustment module 430 is configured to adjust a display layout of the service content in the terminal interface according to the scoring information.
In one embodiment, the apparatus further comprises: the similarity determining module is used for determining the operation similarity according to the operation records of the newly added user and the stock users under the condition that the user type is the newly added user; and the interface layout construction module is used for constructing the display layout of the business content of the newly added user in the terminal interface according to the data pre-stored by the stock user under the condition that the operation similarity meets the preset condition.
In one embodiment, the scoring information determining module is further to: confirming the numerical value and the weight of each operation record; and weighting the numerical value of the operation record according to the weight to obtain scoring information corresponding to each business content.
In one embodiment, the interface layout adjustment module is further to: under the condition that the scoring information is larger than a preset first threshold condition, increasing the quantity of business contents corresponding to the scoring information in a terminal interface; and under the condition that the scoring information is smaller than a preset second threshold condition, reducing the number of business contents corresponding to the scoring information in the terminal interface.
In one embodiment, the similarity determination module is further configured to: determining covariance between the operation records of the newly added user and each stock user; the interface layout construction module is further configured to: and taking the business content and the display layout of the stock users with covariance smaller than the preset condition as the business content and the display layout of the newly added users.
In one embodiment, the apparatus further comprises: and the scoring timing calculation module is used for recalculating scoring information corresponding to each business content according to the operation record of the user under the condition that the using time of the user meets the preset time.
The various modules in the user interface adjustment device described above may be implemented in whole or in part by software, hardware, and combinations thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a computer device is provided, which may be a server, the internal structure of which may be as shown in fig. 5. The computer device includes a processor, a memory, an Input/Output interface (I/O) and a communication interface. The processor, the memory and the input/output interface are connected through a system bus, and the communication interface is connected to the system bus through the input/output interface. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The database of the computer device is used for storing business content and related data of the user. The input/output interface of the computer device is used to exchange information between the processor and the external device. The communication interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a user interface adjustment method.
In one embodiment, a computer device is provided, which may be a terminal, and the internal structure of which may be as shown in fig. 6. The computer device includes a processor, a memory, an input/output interface, a communication interface, a display unit, and an input means. The processor, the memory and the input/output interface are connected through a system bus, and the communication interface, the display unit and the input device are connected to the system bus through the input/output interface. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The input/output interface of the computer device is used to exchange information between the processor and the external device. The communication interface of the computer device is used for carrying out wired or wireless communication with an external terminal, and the wireless mode can be realized through WIFI, a mobile cellular network, NFC (near field communication) or other technologies. The computer program is executed by a processor to implement a user interface adjustment method. The display unit of the computer device is used for forming a visual picture, and can be a display screen, a projection device or a virtual reality imaging device. The display screen can be a liquid crystal display screen or an electronic ink display screen, and the input device of the computer equipment can be a touch layer covered on the display screen, can also be a key, a track ball or a touch pad arranged on the shell of the computer equipment, and can also be an external keyboard, a touch pad or a mouse and the like.
It will be appreciated by persons skilled in the art that the structures shown in fig. 5 and 6 are block diagrams of only portions of structures associated with the present inventive arrangements and are not limiting of the computer device to which the present inventive arrangements are applied, and that a particular computer device may include more or fewer components than shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device includes a memory having a computer program stored therein and a processor that when executing the computer program performs the steps of the method embodiments described above.
In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored which, when executed by a processor, carries out the steps of the method embodiments described above.
In an embodiment, a computer program product is provided, comprising a computer program which, when executed by a processor, implements the steps of the method embodiments described above.
It should be noted that, the user information (including but not limited to user equipment information, user personal information, etc.) and the data (including but not limited to data for analysis, stored data, presented data, etc.) related to the present application are information and data authorized by the user or sufficiently authorized by each party, and the collection, use and processing of the related data need to comply with the related laws and regulations and standards of the related country and region.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, database, or other medium used in embodiments provided herein may include at least one of non-volatile and volatile memory. The nonvolatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical Memory, high density embedded nonvolatile Memory, resistive random access Memory (ReRAM), magnetic random access Memory (Magnetoresistive Random Access Memory, MRAM), ferroelectric Memory (Ferroelectric Random Access Memory, FRAM), phase change Memory (Phase Change Memory, PCM), graphene Memory, and the like. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory, and the like. By way of illustration, and not limitation, RAM can be in the form of a variety of forms, such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), and the like. The databases referred to in the embodiments provided herein may include at least one of a relational database and a non-relational database. The non-relational database may include, but is not limited to, a blockchain-based distributed database, and the like. The processor referred to in the embodiments provided in the present application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic unit, a data processing logic unit based on quantum computing, or the like, but is not limited thereto.
The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The foregoing examples illustrate only a few embodiments of the application and are described in detail herein without thereby limiting the scope of the application. It should be noted that it will be apparent to those skilled in the art that several variations and modifications can be made without departing from the spirit of the application, which are all within the scope of the application. Accordingly, the scope of the application should be assessed as that of the appended claims.
Claims (10)
1. A method of user interface adjustment, the method comprising:
acquiring a user type of a user account;
under the condition that the user type is an stock user, determining scoring information corresponding to each business content according to an operation record of the stock user for each business content; the scoring information is used for indicating the preference degree of the user for the service content;
and adjusting the display layout of the business content in a terminal interface according to the scoring information.
2. The method according to claim 1, wherein the method further comprises:
under the condition that the user type is a new user, determining operation similarity according to operation records of the new user and the stock user;
and under the condition that the operation similarity meets the preset condition, constructing the display layout of the business content of the newly added user in the terminal interface according to the data pre-stored by the stock user.
3. The method according to claim 1, wherein the determining scoring information corresponding to each business content according to the operation record of the stock user for each business content includes:
confirming the numerical value and the weight of each operation record;
and weighting the numerical value of the operation record according to the weight to obtain the scoring information corresponding to each business content.
4. The method of claim 1, wherein said adjusting a display layout of the service content in a terminal interface according to the scoring information comprises:
increasing the number of the business contents corresponding to the scoring information in a terminal interface under the condition that the scoring information is larger than a preset first threshold condition;
and reducing the number of the business contents corresponding to the scoring information in the terminal interface under the condition that the scoring information is smaller than a preset second threshold condition.
5. The method of claim 2, wherein the operational similarity comprises a covariance, and wherein the determining the operational similarity from the operational records of the new user and the stock user comprises:
determining covariance between the operation records of the new user and each stock user;
under the condition that the operation similarity meets the preset condition, constructing a display layout of the service content of the newly added user in the terminal interface according to the data pre-stored by the stock user, wherein the display layout comprises the following steps:
and taking the service content and the display layout of the stock users with the covariance smaller than the preset condition as the service content and the display layout of the newly added users.
6. The method according to any one of claims 1 to 5, further comprising:
and recalculating the scoring information corresponding to each business content according to the operation record of the user under the condition that the using time of the user meets the preset time.
7. A user interface adjustment device, the device comprising:
the user type determining module is used for acquiring the user type of the user account;
the scoring information determining module is used for determining scoring information corresponding to each business content according to the operation record of the stock user for each business content under the condition that the user type is the stock user; the scoring information is used for indicating the preference degree of the user for the service content;
and the interface display layout adjustment module is used for adjusting the display layout of the business content in the terminal interface according to the scoring information.
8. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any of claims 1 to 6 when the computer program is executed.
9. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.
10. A computer program product comprising a computer program, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.
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| CN117478937A (en) * | 2023-12-01 | 2024-01-30 | 陕西伟辰科技有限公司 | Processing method based on push information and information push platform |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN117478937A (en) * | 2023-12-01 | 2024-01-30 | 陕西伟辰科技有限公司 | Processing method based on push information and information push platform |
| CN117478937B (en) * | 2023-12-01 | 2024-06-11 | 陕西伟辰科技有限公司 | Processing method based on push information and information push platform |
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